Computer-Aided Screening for Potential Coronavirus 3-Chymotrypsin-like Protease (3CLpro) Inhibitory Peptides from Putative Hemp Seed Trypsinized Peptidome

被引:7
|
作者
Prasertsuk, Kansate [1 ]
Prongfa, Kasidit [1 ]
Suttiwanich, Piyapach [1 ]
Harnkit, Nathaphat [2 ]
Sangkhawasi, Mattanun [3 ]
Promta, Pongsakorn [1 ]
Chumnanpuen, Pramote [4 ,5 ]
机构
[1] Pibulwitthayalai Sch, 777 Naraimaharach, Lopburi 15000, Thailand
[2] Minist Publ Hlth, Dept Med Sci, Med Plant Res Inst, Nonthaburi 11000, Thailand
[3] Chulalongkorn Univ, Fac Sci, Program Biotechnol, Bangkok 10330, Thailand
[4] Kasetsart Univ OmiKU, Omics Ctr Agr Bioresources Food & Hlth, Bangkok 10900, Thailand
[5] Kasetsart Univ, Fac Sci, Dept Zool, Bangkok 10900, Thailand
来源
MOLECULES | 2023年 / 28卷 / 01期
关键词
antiviral; peptide; hemp; SARS-CoV-2 main protease; molecular docking; ANTIMICROBIAL PEPTIDES; MOLECULAR-DYNAMICS; SIDE-CHAIN; WEB SERVER; IDENTIFICATION; ANTIOXIDANT; PREDICTION; DESIGN; SYSTEM; TOOL;
D O I
10.3390/molecules28010050
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
To control the COVID-19 pandemic, antivirals that specifically target the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are urgently required. The 3-chymotrypsin-like protease (3CLpro) is a promising drug target since it functions as a catalytic dyad in hydrolyzing polyprotein during the viral life cycle. Bioactive peptides, especially food-derived peptides, have a variety of functional activities, including antiviral activity, and also have a potential therapeutic effect against COVID-19. In this study, the hemp seed trypsinized peptidome was subjected to computer-aided screening against the 3CLpro of SARS-CoV-2. Using predictive trypsinized products of the five major proteins in hemp seed (i.e., edestin 1, edestin 2, edestin 3, albumin, and vicilin), the putative hydrolyzed peptidome was established and used as the input dataset. To select the Cannabis sativa antiviral peptides (csAVPs), a predictive bioinformatic analysis was performed by three webserver screening programs: iAMPpred, AVPpred, and Meta-iAVP. The amino acid composition profile comparison was performed by COPid to screen for the non-toxic and non-allergenic candidates, ToxinPred and AllerTOP and AllergenFP, respectively. GalaxyPepDock and HPEPDOCK were employed to perform the molecular docking of all selected csAVPs to the 3CLpro of SARS-CoV-2. Only the top docking-scored candidate (csAVP4) was further analyzed by molecular dynamics simulation for 150 nanoseconds. Molecular docking and molecular dynamics revealed the potential ability and stability of csAVP4 to inhibit the 3CLpro catalytic domain with hydrogen bond formation in domain 2 with short bonding distances. In addition, these top ten candidate bioactive peptides contained hydrophilic amino acid residues and exhibited a positive net charge. We hope that our results may guide the future development of alternative therapeutics against COVID-19.
引用
收藏
页数:20
相关论文
共 35 条
  • [21] In silico guided screening of active components of C. lanceolata as 3-chymotrypsin-like protease inhibitors of novel coronavirus
    Sharma, Ganesh
    Kumar, Neeraj
    Sharma, Chandra Shekhar
    Mishra, Shashank Shekher
    3 BIOTECH, 2023, 13 (10)
  • [22] Computer-aided Evaluation of Anti-SARS-CoV-2 (3-chymotrypsin-like Protease and Transmembrane Protease Serine 2 Inhibitors) Activity of Cepharanthine: An In silico Approach
    Jain, Divya
    Hossain, Rajib
    Khan, Rasel Ahmed
    Dey, Dipta
    Toma, Tanzila Rahman
    Islam, Mohammad Torequl
    Janmeda, Pracheta
    Hakeem, Khalid Rehman
    BIOINTERFACE RESEARCH IN APPLIED CHEMISTRY, 2022, 12 (01): : 768 - 780
  • [23] Identification of FDA approved drugs against SARS-CoV-2 RNA dependent RNA polymerase (RdRp) and 3-chymotrypsin-like protease (3CLpro), drug repurposing approach
    Molavi, Zahra
    Razi, Sara
    Mirmotalebisohi, Seyed Amir
    Adibi, Amirjafar
    Sameni, Marzieh
    Karami, Farshid
    Niazi, Vahid
    Niknam, Zahra
    Aliashrafi, Morteza
    Taheri, Mohammad
    Ghafouri-Fard, Soudeh
    Jeibouei, Shabnam
    Mahdian, Soodeh
    Zali, Hakimeh
    Ranjbar, Mohammad Mehdi
    Yazdani, Mohsen
    BIOMEDICINE & PHARMACOTHERAPY, 2021, 138
  • [24] Identification of potential bioactive natural compounds from Indonesian medicinal plants against 3-chymotrypsin-like protease (3CLpro) of SARS-CoV-2: molecular docking, ADME/T, molecular dynamic simulations, and DFT analysis
    Prasetyo, Wahyu Eko
    Purnomo, Heri
    Sadrini, Miracle
    Wibowo, Fajar Rakhman
    Firdaus, Maulidan
    Kusumaningsih, Triana
    JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2023, 41 (10): : 4467 - 4484
  • [25] Virtual screening of approved clinic drugs with main protease (3CLpro) reveals potential inhibitory effects on SARS-CoV-2
    Wang, Qiang
    Zhao, Ying
    Chen, Xiaojia
    Hong, An
    JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2022, 40 (02): : 685 - 695
  • [26] Autoprocessing mechanism of severe acute respiratory syndrome coronavirus3C-like protease (SARS-CoV 3CLpro) from its polyproteins
    Muramatsu, Tomonari
    Kim, Yong-Tae
    Nishii, Wataru
    Terada, Takaho
    Shirouzu, Mikako
    Yokoyama, Shigeyuki
    FEBS JOURNAL, 2013, 280 (09) : 2002 - 2013
  • [27] Molecular Modelling, Synthesis, and In-Vitro Assay to Identify Potential Antiviral Peptides Targeting the 3-Chymotrypsin-Like Protease of SARS-CoV-2
    Faddis, Ryan
    Du, Sydney
    Stewart, James
    Hasan, Mohammad Mehedi
    Lewit, Noam
    Ali, Md Ackas
    White, Cladie B.
    Okoto, Patience
    Thallapuranam, Sures
    Halim, Mohammad A.
    INTERNATIONAL JOURNAL OF PEPTIDE RESEARCH AND THERAPEUTICS, 2023, 29 (05)
  • [28] Molecular Modelling, Synthesis, and In-Vitro Assay to Identify Potential Antiviral Peptides Targeting the 3-Chymotrypsin-Like Protease of SARS-CoV-2
    Ryan Faddis
    Sydney Du
    James Stewart
    Mohammad Mehedi Hasan
    Noam Lewit
    Md Ackas Ali
    Cladie B. White
    Patience Okoto
    Sures Thallapuranam
    Mohammad A. Halim
    International Journal of Peptide Research and Therapeutics, 29
  • [29] Suggestion of active 3-chymotrypsin like protease (3CLPro) inhibitors as potential anti-SARS-CoV-2 agents using predictive QSAR model based on the combination of ALASSO with an ANN model
    Mozafari, Z.
    Chamjangali, M. Arab
    Arashi, M.
    Goudarzi, N.
    SAR AND QSAR IN ENVIRONMENTAL RESEARCH, 2021, 32 (11) : 863 - 888
  • [30] Rational identification of small molecules derived from 9,10-dihydrophenanthrene as potential inhibitors of 3CLpro enzyme for COVID-19 therapy: a computer-aided drug design approach
    Ossama Daoui
    Souad Elkhattabi
    Samir Chtita
    Structural Chemistry, 2022, 33 : 1667 - 1690